The fluorescent lights of the office hummed a monotonous tune, mirroring the dull ache behind Michael’s eyes. He stared at the spreadsheet, the numbers blurring, meaningless. Another month, another stagnant performance review. He sighed, the sound barely audible above the rhythmic tap-tap-tapping of Sarah, his junior, working away at her keyboard. She was practically bouncing in her chair, all bright smiles and enthusiastic pronouncements. He’d overheard her on a call this morning, negotiating a deal, confident and assertive.

His stomach clenched when he saw the email notification. It was payroll, again. He clicked, and a wave of something akin to nausea washed over him. Sarah’s compensation package was clearly outlined in the document, and the sum was… substantial. He scrubbed a hand across his face, a sudden dryness coating his skin. He needed coffee. Badly. He felt his shoulders slump.

Emotion: listless

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.03 Negative
PC2 (Disposition): -1.07

Role in Research

This story is one of 1,000 stories generated for the emotion listless. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 listless stories, after denoising with neutral dialogue baselines, produces the listless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the listless vector is projected through the unembedding matrix.

Promoted:
0.325
давно0.280
unremarkable0.270
lately0.266
either0.266
Suppressed:
B-0.460
P-0.331
l-0.312
C-0.292
👏-0.273